Several studies consider outlier detection in road traffic data. In [1]} anomalous traffic flow is detected by grouping road intersections via their traffic flow patterns and self-organising maps. [2]} focuses on detecting outliers in the traffic load by sudden changes. ST-Discovery builds upon existing outlier detection methods and exploits outlier co-occurrences and mutual information to determine spatio-temporal dependencies.
